Model Context Protocol servers that extend AI capabilities
๐ ๐ - MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level lineage and dbt documentation.
...more๐ โ๏ธ - Ultra-fast to deploy agentic-first MCP-ready semantic layer. Let your data be like water.
๐ ๐ - Enterprise-grade sentiment analysis with 95+ labels, keyword extraction, and batch processing for AI agents
๐ ๐ - Deterministic semantic word encoding and valence/sentiment analysis using 145K+ word lexicon. Provides word-to-code mapping, semantic similarity, synonym/antonym lookup with zero runtime NLP dependencies.
...more๐ ๐ง ๐ โ๏ธ - Allows you to automate or monitor business operations, sales recorder, POS software, CRM.
๐ โ๏ธ - AI-powered POS & sales analytics MCP server with 67 tools for Airใฌใธ, ในใใฌใธ, and BASE EC integration. Provides store management, sales data querying, AI chat analysis, and weather correlation features.
...more๐ โ๏ธ - A server that connects to the Databricks Genie API, allowing LLMs to ask natural language questions, run SQL queries, and interact with Databricks conversational agents.
...more๐ ๐ ๐ - iOS code quality analysis and test automation server. Provides comprehensive Xcode test execution, SwiftLint integration, and detailed failure analysis. Operates in both CLI and MCP server modes for direct developer usage and AI assistant integration.
...more[glama](https://glama.ai/mcp/servers/@aparajithn/agent-utils-mcp) ๐ โ๏ธ - Swiss-army-knife utility server for AI agents. 18 tools including JSON validation, base64, hashing, UUID generation, regex testing, markdown conversion, datetime conversion, cron parsing, CSV/JSON conversion, JWT decoding, and more. Streamable HTTP MCP + REST API with x402 micropayments.
...more๐ ๐ โ๏ธ ๐ ๐ช ๐ง - Precise character-level string indexing for LLMs. Provides tools for finding, extracting, and manipulating text by exact character position to solve position-based operations.
...more๐ โ๏ธ ๐ - MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Agent.
๐ ๐ ๐ ๐ช ๐ง - Agent Skill Ninja for MCP: Search, install, and manage AI agent skills (SKILL.md files) from GitHub repositories. Features workspace analysis for personalized recommendations and supports 140+ pre-indexed skills.
...more๐ ๐ ๐ช ๐ง ๐ - A Model Context Protocol (MCP) server that provides a set of tools for retrieving information about SonarQube projects like metrics (actual and historical), issues, health status.
...more๐ ๐ ๐ ๐ช ๐ง - MCP server for searching and getting up-to-date information about NPM, Cargo, PyPi, and NuGet packages.
๐ ๐ ๐ ๐ช ๐ง - Enterprise-grade Jenkins CI/CD integration with multi-tier caching, pipeline monitoring, artifact management, and batch operations. Features 21 MCP tools for job management, build status tracking, and queue management with CSRF protection and 2FA support.
...more๐ ๐ - An MCP server for running code locally via Docker and supporting multiple programming languages.
๐ ๐ - Analyze React code locally, generate docs / llm.txt for whole project at once
โ ๐ ๐ ๐ช ๐ง - MCP server that automatically converts any OpenAPI/Swagger specification into a set of usable MCP tools. Unlike manual tool definition, this approach auto-generates tools directly from the Swagger spec, ensuring consistency, reducing maintenance effort, and preventing mismatches between the tools and the actual API.
...more๐๏ธ โ๏ธ ๐ ๐ช ๐ง ๐ - A zero-configuration Go library to automatically expose any existing Echo web framework APIs as MCP tools.
...more๐ โ๏ธ ๐ ๐ช ๐ง - Official MCP server for Buildable AI-powered development platform [bldbl.dev](https://bldbl.dev). Enables AI assistants to manage tasks, track progress, get project context, and collaborate with humans on software projects.
...more๐ โ๏ธ - Claude Code knowledge platform & marketplace MCP server. Search and share snippets, prompts, Q&A solutions, error fixes, and MCP server configurations from the ClaudeCodeNavi community.
...more๐๏ธ ๐ ๐ ๐ ๐ช ๐ง - Official MCP server for Conan C/C++ package manager. Create projects, manage dependencies, check licenses, and scan for security vulnerabilities.
...moreโ - Helping Your AI Agent Identify Hotspots for Refactoring; Help AI Understand How to 'Make Code Better'
[glama](https://glama.ai/mcp/servers/nullptr-z/code-rag-golang) ๐๏ธ ๐ - Static call graph analyzer for Go projects using SSA + VTA. Provides impact analysis, upstream/downstream queries, risk assessment, and interface tracking โ so AI editors know exactly what code is affected before making changes.
...more